Feature Selection for Longitudinal Data by Using Sign Averages to Summarize Gene Expression Values over Time

Figure 1

Comparison of methods for optimizing a penalized linear regression model. (a) Coordinate Descent. (b) Threshold Gradient Descent Regularization.